[Iefac.list] Technometrics Special Issue on System Informatics - Deadline Extended
Yong Chen
yong-chen at uiowa.edu
Sun Sep 1 18:09:27 EDT 2013
[Apologies for multiple postings]
The paper submission deadline for Technometrics Special Issue on System
Informatics is extended from September 1, 2013 to *November 1, 2013*.
This is the final deadline. No submission will be accepted after
November 1, 2013.
*Call for Papers*
*System Informatics -- A Special Issue of /Technometrics/*
*Submission due date: November**1**, 20**13**.***
Recent advances in sensor and data capture technologies have led to
massive amounts of data being collected routinely in the physical,
chemical and engineering sciences. In addition to volume, the data have
other complexities such as streaming data, images, network structure and
so on. The advent of Big Data have led to a pressing need to develop
sophisticated methodologies and tools that will enable: (i) the handling
of the rich data streams of data obtained from complex engineering
systems, (ii) the extraction of pertinent knowledge about the
environmental and operational dynamics driving these systems, and (iii)
combining the empirical information with domain knowledge for more
enhanced design, analysis, and control of systems.
Addressing this need is very challenging due to an array of factors that
include: the inherent complexity of the system itself, the uncertainty
associated with the system's operation and its environment, the
heterogeneity and the high dimensionality of the data communicated by
the system, and the increasing expectations and requirements posed by
real-time decision-making. We believe that neither conventional
engineering-based modeling and analysis methods nor purely data-driven
modeling techniques can effectively address those challenges in
isolation. The effective and seamless integration of//physical and
analytical models with data-driven methodologies is critical for
improving the design, analysis, and control of complex systems. The term
/System Informatics /has been recently used to characterize such an
integrated framework. This special issue will publish original
high-quality papers that deal with the development of new methodologies,
innovative applications, or both.
We have listed below some examples to give potential authors some
concrete ideas. However, these are meant to be indicative and are not by
any means comprehensive.
·/Innovative system modeling:/Modeling and analysis methods that combine
engineering knowledge (formal model, physical model, or empirical
representation) with data to improve complex production or service systems;
·/Monitoring, diagnostics, and prognostics:/A holistic, system-level
approach to monitoring, diagnosis, and prognostics that use integrated
measures of functionalities and performance indices over the entire life
cycle (quality, reliability, sustainability, etc.);
·/Planning and control:/Development of analytical frameworks, that
integrate subject matter knowledge with empirical information, to
facilitate design, planning and real-time control aiming at lead-time
and productivity improvements.
The special issue will cover a broad range of application domains:
hardware and software systems, production systems, energy systems,
nano-manufacturing applications, transportation and communication
networks, and service systems. In other words, papers in any application
domain that fits within the broad scope of /Technometrics/ will be
considered.
Papers must contain high-quality original contributions that deal with
the development of new methodology and/or innovative applications.
Papers must be prepared in accordance with the /Technometrics/ standards
and guidelines. Submitted papers should be orignal, not previously
published, and not under consideration for publication elsewhere. All
papers will be reviewed following the regular review procedure of
/Technometrics/.
*Paper Submission*
Please submit your manuscript through the on-line Manuscript Central at
_http://mc.manuscriptcentral.com/amstat_. Please select "Special Issue"
under Manuscript Type of your submission. If you have difficulties,
please contact Editorial Coordinator Ms. Janet Wallace at
_technometrics.office at gmail.com <mailto:technometrics.office at gmail.com>_.
**
*Guest Editorial Board:*
**
Yong Chen**
Mechanical & Industrial Engineering,
University of Iowa
Iowa City, IA52242
yong-chen at uiowa.edu <mailto:yong-chen at uiowa.edu>**
Yu Ding
Industrial & Systems Engineering and
Electrical & Computer Engineering,
Texas A&M University
College Station, TX 77843, USA
yuding at iemail.tamu.edu <mailto:yuding at iemail.tamu.edu>**
V. Roshan Joseph
Industrial & Systems Engineering
Georgia Institute of technology
Altlanta, GA 30332
roshan at isye.gatech.edu <mailto:roshan at isye.gatech.edu>**
Vijay Nair
Statistics and Industrial & Operations Engineering
The University of Michigan
Ann Arbor, MI 48109
vnn at umich.edu <mailto:vnn at umich.edu>**
**
--
Yong Chen
Associate Professor
Dept. of Mechanical and Industrial Engineering
2138 Seamans Center
The University of Iowa
Iowa City, Iowa 52242-1527
Tel: 319-335-6106
Fax: 319-335-5669
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